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Machine Learning
Neural Network: A Complete Beginners Guide from Scratch
Neural Network: A Complete Beginners Guide from Scratch
Neural Network has become a crucial part of modern technology. It has influenced our daily life in a way that we have never imagined. From…
Imdadul Haque Milon
Aug 21, 2019
Simple Linear Regression: An Introduction to Regression from scratch
Simple Linear Regression: An Introduction to Regression from scratch
Regression is a very fundamental concept in statistics, machine learning and in Neural Network. Imagine plotting the correlation between…
Imdadul Haque Milon
Jul 12, 2019
Multiple Regression from Scratch in Python
Multiple Regression from Scratch in Python
Previously, we have discussed briefly the simple linear regression. Here we will discuss multiple regression or multivariable regression…
Imdadul Haque Milon
Jul 20, 2019
Linear Classifiers: An Introduction to Classification
Linear Classifiers: An Introduction to Classification
Linear Classifiers are one of the most commonly used classifiers and Logistic Regression is one of the most commonly used linear…
Imdadul Haque Milon
Aug 15, 2019
Bias-Variance Tradeoff: A Comprehensive Graphical Representation
Bias-Variance Tradeoff: A Comprehensive Graphical Representation
To build an accurate machine learning model we need to have a proper understanding of the error. In forming predictions of a model there…
Imdadul Haque Milon
Jun 18, 2019
Latest
Logistic Regression: A Detailed Overview from Scratch
Logistic Regression: A Detailed Overview from Scratch
Logistic regression is one of the most commonly used algorithms for machine learning and is a building block for neural networks.
Imdadul Haque Milon
May 8, 2021
Descriptive Statistics: A Brief Introduction
Descriptive Statistics: A Brief Introduction
Descriptive and summary statistics associated with histogram, boxplot, and scatter plot are covered briefly.
Imdadul Haque Milon
May 8, 2021
Outlier Detection: A Comprehensive overview of different methods
Outlier Detection: A Comprehensive overview of different methods
Mathematical and statistical background of Various outlier detection methods with a detailed comparison between the use cases
Imdadul Haque Milon
May 8, 2021
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